The objectives of this ongoing research are to build Real-Time AI-Powered Educational Dashboard (RAED) as a decision support tool for instructors, and to measure its impact on them while making decisions. Current developments in AI can be combined with the educational dashboards to make them AI-Powered. Thus, AI can help in providing recommendations based on the students' performances. AI-Powered educational dashboards can also assist instructors in tracking real-time student activities. In this ongoing research, our aim is to develop the AI component as well as improve the existing design component of the RAED. Further, we will conduct experiments to study its impact on instructors, and understand how much they trust RAED to guide them while making decisions. This paper elaborates on the ongoing research and future direction.
翻译:这项研究的目的是建立实时AI授权教育仪表板(RAED),作为教师决策支持工具,并衡量其在决策时对他们的影响; 将目前AI的动态与教育仪表板结合起来,使其成为AI授权教育仪表板; 因此,AI可以帮助根据学生的成绩提出建议; AI授权教育仪表板也可以帮助教师跟踪实时学生活动; 在目前进行的研究中,我们的目标是开发AI部分,改进RAED的现有设计部分; 此外,我们将进行实验,研究其对教师的影响,了解他们如何信任RAED在作出决定时指导他们; 该文件阐述了正在进行的研究和今后的方向。